@article{92f2d0f8842745d4908e1fc50fa6d3bd,
title = "Connectivity Mapping Identifies BI-2536 as a Potential Drug to Treat Diabetic Kidney Disease",
abstract = "Diabetic kidney disease (DKD) remains the most common cause of kidney failure, and the treatment options are insufficient. Here, we used a connectivity mapping approach to first collect 15 gene expression signatures from 11 DKD-related published independent studies. Then, by querying the Library of Integrated Network-based Cellular Signatures (LINCS) L1000 data set, we identified drugs and other bioactive small molecules that are predicted to reverse these gene signatures in the diabetic kidney. Among the top consensus candidates, we selected a PLK1 inhibitor (BI-2536) for further experimental validation. We found that PLK1 expression was increased in the glomeruli of both human and mouse diabetic kidneys and localized largely in mesangial cells. We also found that BI-2536 inhibited mesangial cell proliferation and extracellular matrix in vitro and ameliorated proteinuria and kidney injury in DKD mice. Further pathway analysis of the genes predicted to be reversed by the PLK1 inhibitor was of members of the TNF-α/NF-kB, JAK/STAT, and TGF-β/Smad3 pathways. In vitro, either BI-2536 treatment or knockdown of PLK1 dampened the NF-kB and Smad3 signal transduction and transcriptional activation. Together, these results suggest that the PLK1 inhibitor BI-2536 should be further investigated as a novel therapy for DKD.",
author = "Lu Zhang and Zichen Wang and Ruijie Liu and Zhengzhe Li and Jennifer Lin and Wojciechowicz, {Megan L.} and Jiyi Huang and Kyung Lee and Avi Ma{\textquoteright}ayan and He, {John Cijiang}",
note = "Funding Information: Funding. J.C.H. is supported by National Institute of Diabetes and Digestive and Kidney Diseases, NIH, grants R01DK078897, R01DK088541, R01DK109683, and P01DK56492 and Veterans Affairs Merit Award IBX000345C. K.L. is supported by NIH R01DK117913-01. A.M. is supported by NIH grants U54HL127624 and U24CA224260. L.Z. is supported by the National Natural Science Foundation of China (grant 81900657) and Natural Science Foundation of Fujian Province China (grant 2020J011243). Duality of Interest. No potential conflicts of interest relevant to this article were reported. Author Contributions. L.Z., K.L., A.M., and J.C.H. designed the study. L.Z., R.L., Z.L., J.L., and J.H. conducted the experiments and/or analyzed the data. Z.W., M.L.W., and A.M. performed the computational analysis. K.L., A.M., and J.C.H. drafted and revised the manuscript. All authors approved the final version of the manuscript. J.C.H. and K.L. are the guarantors of this work and, as such, had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Publisher Copyright: {\textcopyright} 2020 by the American Diabetes Association.",
year = "2021",
month = feb,
doi = "10.2337/DB20-0580",
language = "English",
volume = "70",
pages = "589--602",
journal = "Diabetes",
issn = "0012-1797",
publisher = "American Diabetes Association Inc.",
number = "2",
}